com.google.cloud.aiplatform.v1.schema.predict.params

Interface VideoClassificationPredictionParamsOrBuilder

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

VideoClassificationPredictionParams, VideoClassificationPredictionParams.Builder

public interface VideoClassificationPredictionParamsOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
float	getConfidenceThreshold() The Model only returns predictions with at least this confidence score.
int	getMaxPredictions() The Model only returns up to that many top, by confidence score, predictions per instance.
boolean	getOneSecIntervalClassification() Set to true to request classification for a video at one-second intervals.
boolean	getSegmentClassification() Set to true to request segment-level classification.
boolean	getShotClassification() Set to true to request shot-level classification.

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getConfidenceThreshold

float getConfidenceThreshold()

 The Model only returns predictions with at least this confidence score.
 Default value is 0.0
 

float confidence_threshold = 1;

Returns:

The confidenceThreshold.

getMaxPredictions

int getMaxPredictions()

 The Model only returns up to that many top, by confidence score,
 predictions per instance. If this number is very high, the Model may return
 fewer predictions. Default value is 10,000.
 

int32 max_predictions = 2;

Returns:

The maxPredictions.

getSegmentClassification

boolean getSegmentClassification()

 Set to true to request segment-level classification. Vertex AI returns
 labels and their confidence scores for the entire time segment of the
 video that user specified in the input instance.
 Default value is true
 

bool segment_classification = 3;

Returns:

The segmentClassification.

getShotClassification

boolean getShotClassification()

 Set to true to request shot-level classification. Vertex AI determines
 the boundaries for each camera shot in the entire time segment of the
 video that user specified in the input instance. Vertex AI then
 returns labels and their confidence scores for each detected shot, along
 with the start and end time of the shot.
 WARNING: Model evaluation is not done for this classification type,
 the quality of it depends on the training data, but there are no metrics
 provided to describe that quality.
 Default value is false
 

bool shot_classification = 4;

Returns:

The shotClassification.

getOneSecIntervalClassification

boolean getOneSecIntervalClassification()

 Set to true to request classification for a video at one-second intervals.
 Vertex AI returns labels and their confidence scores for each second of
 the entire time segment of the video that user specified in the input
 WARNING: Model evaluation is not done for this classification type, the
 quality of it depends on the training data, but there are no metrics
 provided to describe that quality. Default value is false
 

bool one_sec_interval_classification = 5;

Returns:

The oneSecIntervalClassification.